Skip to content
Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

click to expand

All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "There is only our government …" 1,794 comments · Page 22 of 72
The problem of FREE nations of the west is ripe for invasion and take over from groups such as Islam who openly admit take over, and too many Indians flooding into Canada all caused by …
The problem of FREE nations of the west is ripe for invasion and take over from groups such as Islam who openly admit take over, and too many Indians flooding into Canada all caused by the Liberal government. This is an invasion not immigration!!!
Identity Attack0.43896464
Insult0.16773392
Profanity0.021398475
Threat0.009592636
Severe Toxicity0.014640691
Moderate 0.36095104 Low Con 0.293
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Welp, 1. We gave government immigration jobs to the very same greasy people who are not doing any kind of vetting. 2. Immigration "consultants" gaming the system by submitting false documentation and defrauding their own …
Welp, 1. We gave government immigration jobs to the very same greasy people who are not doing any kind of vetting. 2. Immigration "consultants" gaming the system by submitting false documentation and defrauding their own people in the process. (See Item 1) 3. Shopping mall colleges enrolling foreign students, taking their money and pumping out useless "Business Diplomas" for classes they never attended, Then they claim asylum and or turn to crime all the while mooching off food banks. (See items 1 & 2) 4. Foreign investors buying Tim Hortons, McDonalds, and other retail business then import and only hire their own people to work as indebted slaves as Canadian tax payers subsidize them. 5. Anyone can claim refugee status in Canada and get instant benefits. 6. They can bring over Grama and Grampa who contribute zero to the economy and clog up social services and the healthcare system. Questions?...
Identity Attack0.19298288
Insult0.37392882
Profanity0.070942834
Threat0.009644418
Severe Toxicity0.011367798
Moderate 0.36095104 Moderate Con 0.453 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
You only get away with shooting up neighbourhoods of any kind when you know the government won’t let you own a pistol to shoot back … open carry solves problems
You only get away with shooting up neighbourhoods of any kind when you know the government won’t let you own a pistol to shoot back … open carry solves problems
Identity Attack0.0103594
Insult0.032028005
Profanity0.027683776
Threat0.5195707
Severe Toxicity0.023076924
Moderate 0.36095104 Low Con 0.179 Threat Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Im tired of being hit almost every day on my ebike every day. Literally got hit on friday by one in edmonton and I have to taxi and we all know taxi drivers are indian …
Im tired of being hit almost every day on my ebike every day. Literally got hit on friday by one in edmonton and I have to taxi and we all know taxi drivers are indian and they are some of the worst drivers I dont how they come to canada get there license and how they come to our country and our eay richer than us white people the government helped them way too much while they dont help the people that lived here there whole lives. We got to struggle and watch these people that just move here and way more richer than us and pisses me off. We just keep getting flooded with more and more. I could ramble all day about it but its becoming a joke
Identity Attack0.3817989
Insult0.2659317
Profanity0.12220735
Threat0.13127698
Severe Toxicity0.020386212
Moderate 0.36095104 Constructive 0.563 Personal_Narrative
Feb 25, 2026 Inside Canada's Indian Invasion...
Worst thing that ever happened to Canada. I can't even begin to describe how my community has changed. I don't even recognize it anymore. Spent my entire life in a small town and for some …
Worst thing that ever happened to Canada. I can't even begin to describe how my community has changed. I don't even recognize it anymore. Spent my entire life in a small town and for some unknown reason it is part of a "designated resettlement zone." There are more Indians than whites - it's insane. Local businesses have closed, new businesses catering to Indians have opened. Littering is rampant. Homes aren't taken care of. It's a tragedy. 70% of Canadians don't want these levels of immigration - hell, even *immigrants* don't want more immigrants. Justin Trudeau, his Liberal government, and the traitors over at the Century Initiative are 100% responsible for this irrevocable destruction of Canadian culture.
Identity Attack0.38200524
Insult0.2659317
Profanity0.08096472
Threat0.010239923
Severe Toxicity0.016060932
Moderate 0.36095104 Constructive 0.593 Identity_Assertion
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
Canada is COOKED! crime, extortion, fake students on a visa working full time jobs, fake asylum claims, temporary foreigner worker program, "Diploma Mill" colleges, Poaching wild life. And ask the Canadians who grew up in …
Canada is COOKED! crime, extortion, fake students on a visa working full time jobs, fake asylum claims, temporary foreigner worker program, "Diploma Mill" colleges, Poaching wild life. And ask the Canadians who grew up in Canada what it is like trying to find a job, If your last name isn't Singh or Patel good luck to you. Why is it that The Liberal government is letting in over 50% of the immigrants from India compared to the other nations? This is how you get cultural dominance. Immigrants who came to Canada before 2015 really wanted to become Canadian. Now everyone is coming at a fast rate, no one gives a F.
Identity Attack0.36702603
Insult0.27146968
Profanity0.043165036
Threat0.010990778
Severe Toxicity0.017803956
Moderate 0.36095104 Constructive 0.527 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Yea trudoe, the canadian government literally imported every race except one, its happening in every European descent country. We thought we had to worry about the inside and one border no were surrounded. The great …
Yea trudoe, the canadian government literally imported every race except one, its happening in every European descent country. We thought we had to worry about the inside and one border no were surrounded. The great replacement theory is real. Do not sit in your echo chamber and be a sheep go out and see for yourself, it isnt hard.
Identity Attack0.10221587
Insult0.37846634
Profanity0.04742365
Threat0.008272167
Severe Toxicity0.008201599
Moderate 0.36095104 Moderate Con 0.46 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
What do we think about it? I've heard words that are not in any dictionary. Yet, they are understood in their intent. There are too many that are far too ignorant. Those, give them all …
What do we think about it? I've heard words that are not in any dictionary. Yet, they are understood in their intent. There are too many that are far too ignorant. Those, give them all a bad rep. I don't blame them for being here, except those that don't leave when required. However, the government knew it would be a problem with the numbers allowed; lack of resources to ensure they were sent packing when their time expired. It should be codified in law that if you do nkmot leave, your entire family, including extended family gets the boot.
Identity Attack0.016159095
Insult0.40243408
Profanity0.06546012
Threat0.009929225
Severe Toxicity0.005722046
Moderate 0.36043653 Constructive 0.758 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Our government hard at work doing 💩. Not even tracking why people withdraw an application?!
Our government hard at work doing 💩. Not even tracking why people withdraw an application?!
Identity Attack0.020078164
Insult0.26957804
Profanity0.27072498
Threat0.008168601
Severe Toxicity0.0126394415
Moderate 0.36043653 Low Con 0.209
Oct 2, 2025 IRCC Names India in Study …
Pakistan in India, two of the worst countries in the world to pray on seniors and elderly people on scams. That are set up over there like a business one of the most corrupt nations …
Pakistan in India, two of the worst countries in the world to pray on seniors and elderly people on scams. That are set up over there like a business one of the most corrupt nations going and they flooded Canada because of Justin Trudeau, comrade Freeland, Comrade,Carney and the WEF.. whose goal to undermine Canada as a nation for globalist through infiltrating of government criminal in its content. Many in the federal liberal cabinet are also involved even willing to break the constitution.
Identity Attack0.36702603
Insult0.34101152
Profanity0.028230323
Threat0.009540852
Severe Toxicity0.013801457
Moderate 0.36043653 Moderate Con 0.36 Unverified_Claim
Sep 29, 2025 3 likes IRCC Names India in Study …
writhe people want 35 dollars by h jobs, government want taxes to pay old populations on retirement, abusive landlords want 2600$ dollars monthly rent. i never hear an immigrant complaining. they all succeeded. Is very …
writhe people want 35 dollars by h jobs, government want taxes to pay old populations on retirement, abusive landlords want 2600$ dollars monthly rent. i never hear an immigrant complaining. they all succeeded. Is very rare to se immigrants become drug addicts and homeless. That's reserved for the native and the white people. But they complain every day without looking to the mirrors 🪞. Immigrants keep Canada running. More you spend time complaining, more time you will be poor. immigrant succeed even with a 17 $ by h living in a 500$ room after 3 or 5 years they all have houses, nice cars, business and investment i the country. why local can not do it even whit a university degree? Because they are not strong to go work double shifts if need it. Why to buy a 1 million dollars house if you can not even eat correctly every day. The problem is that people live like king and they blame others like the new Inmigrants for their own choices. Have a humble life, respect everyone. And I promise you will succeed.
Identity Attack0.3817989
Insult0.26957804
Profanity0.033144772
Threat0.010265815
Severe Toxicity0.012435913
Moderate 0.3561489 Constructive 0.677
Aug 24, 2025 3 likes Why Canadians Are Turning Against …
The reality is that many Canadian citizens have been suffering in silence, struggling to survive in Canada without any help or support from the Canadian government. The irresponsible Liberal government has allowed a massive influx …
The reality is that many Canadian citizens have been suffering in silence, struggling to survive in Canada without any help or support from the Canadian government. The irresponsible Liberal government has allowed a massive influx of fraudulent immigrants, fake international students, illegal visitors, and criminals to devastate our peaceful nation and ruin its middle-class citizens' lives without any control... There is no doubt that the Liberals' reckless immigration policy and the broken immigration system have destroyed our peaceful, prosperous, decent, and happy nation since 2015...
Identity Attack0.3072352
Insult0.34032786
Profanity0.039657943
Threat0.011793415
Severe Toxicity0.0127685545
Moderate 0.3561489 Constructive 0.519
Jun 26, 2025 2 likes How Canada broke its immigration …
Look how peaceful they are. They are model citizens. Your issue with them stems from their skin color and different culture which is just racism. The real problem is the government allowing too many people …
Look how peaceful they are. They are model citizens. Your issue with them stems from their skin color and different culture which is just racism. The real problem is the government allowing too many people in. It’s not an Indian issue. Racists want you to think that way but Indians are not a problem. There is a entire ecosystem benefits from illegal immigration: 1) Fake schools and colleges who promise fake degrees 2) Vote-bank politicians on both sides 3) Companies that steal their identities, cram them into small apartments, and use these undocumented immigrants as modern slaves 4) Agencies that forge fake documents for illegals in exchange of money 5) Even legal colleges benefits, because legal immigrants pay a premium on top of college fees, and students also pay rent. 6) There is whole lobby who is funded by all of these Here’s a simple solution: Why not vote for someone who will reduce immigration, rather than being a racist? The whole world is watching. Pakistani saying Indian don't assimilate is f&^king funny. This is prime example how white people are just clueless. Pakistan and India are enemies. we had a 3 day war 4 months ago. Why are you asking pakistani anything about Indians ?
Identity Attack0.38185352
Insult0.24493282
Profanity0.14666493
Threat0.015774792
Severe Toxicity0.020257099
Moderate 0.3561489 Constructive 0.63 Policy_Critique
Sep 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
The problem in India is 1. Too much population, too much competition. 2. Very corrupt and bad governance. 3. VIP culture. 4. Hidden divide - casteism.
The problem in India is 1. Too much population, too much competition. 2. Very corrupt and bad governance. 3. VIP culture. 4. Hidden divide - casteism.
Identity Attack0.3817989
Insult0.2838064
Profanity0.09034003
Threat0.011922873
Severe Toxicity0.018384963
Moderate 0.3561489 Low Con 0.253 Comparative_Framing
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
This government is vile and harmful to Canada and heritage Canadians.
This government is vile and harmful to Canada and heritage Canadians.
Identity Attack0.11396073
Insult0.3493834
Profanity0.025360947
Threat0.0116639575
Severe Toxicity0.0077819824
Moderate 0.35186127 Low Con 0.268
Jan 12, 2026 2 likes Canada’s new rules in 2026
Canada has fallen! Literally being killed by their own kindness and their own Government.
Canada has fallen! Literally being killed by their own kindness and their own Government.
Identity Attack0.20483385
Insult0.16875735
Profanity0.04642162
Threat0.34804323
Severe Toxicity0.016706496
Moderate 0.35186127 Low Con 0.255 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
😂😂😂😂😂😂😂😂 welcome to 🇨🇦👈 where the government is weak and the crime is high cuz 🇨🇦 let them in and out and as a 🇨🇦👈 over 30yr I still can't a home or a job
😂😂😂😂😂😂😂😂 welcome to 🇨🇦👈 where the government is weak and the crime is high cuz 🇨🇦 let them in and out and as a 🇨🇦👈 over 30yr I still can't a home or a job
Identity Attack0.2869935
Insult0.16868424
Profanity0.09098661
Threat0.01238892
Severe Toxicity0.017158391
Moderate 0.35186127 Moderate Con 0.38 Humor_Satire
Aug 26, 2025 Why Canadians Are Turning Against …
Please save us from the tyranny of our government and these terrible people today.
Please save us from the tyranny of our government and these terrible people today.
Identity Attack0.029402243
Insult0.37166002
Profanity0.06195303
Threat0.012440704
Severe Toxicity0.00667572
Moderate 0.35186127 Moderate Con 0.315 Call_To_Action
Jan 29, 2026 Inside Canada's Indian Invasion...
Guys can I make one thing clear… stop calling them “Indians” most of them are “khalistani” operates out of canada for a war against India and separative movements. They want to break India. So how …
Guys can I make one thing clear… stop calling them “Indians” most of them are “khalistani” operates out of canada for a war against India and separative movements. They want to break India. So how can you call them Indian? If you don’t make these types of videos. I’m sorry to say but canada will change into punjab. But next time make sure you call them by who they are “khalistani” and as an Indian pressure your government to send them back!
Identity Attack0.42615733
Insult0.18977246
Profanity0.040409464
Threat0.038220957
Severe Toxicity0.018836858
Moderate 0.35186127 Moderate Con 0.495 Unverified_Claim
Aug 26, 2025 Why Canadians Are Turning Against …
As a nigerian canadian i agree i love canada but the immigrants specifically indians who come are not changing at all there not even respecting the rules my family moved to canada to escpae poverty …
As a nigerian canadian i agree i love canada but the immigrants specifically indians who come are not changing at all there not even respecting the rules my family moved to canada to escpae poverty and corrupt government not bring that onto canada
Identity Attack0.38215697
Insult0.27558193
Profanity0.036401358
Threat0.007340072
Severe Toxicity0.011291504
Moderate 0.35186127 Constructive 0.629
Nov 6, 2025 1 likes Why Canadians Are Turning Against …
So we got rid of 18000 and added 50000. This government is such a joke.
So we got rid of 18000 and added 50000. This government is such a joke.
Identity Attack0.017867407
Insult0.36798462
Profanity0.049928714
Threat0.009955117
Severe Toxicity0.005836487
Moderate 0.34757367 Moderate Con 0.322 Policy_Critique
Dec 29, 2025 2 likes Deportations From Canada at Their …
Our government are all paki lovers, even the conservatives. This is all a part of the great replacement theory that they keep telling us is a conspiracy. It will end in war, war solves everything!
Our government are all paki lovers, even the conservatives. This is all a part of the great replacement theory that they keep telling us is a conspiracy. It will end in war, war solves everything!
Identity Attack0.36702603
Insult0.18977246
Profanity0.09899642
Threat0.13228847
Severe Toxicity0.020257099
Moderate 0.34757367 Low Con 0.232 Unverified_Claim
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Anyone wanting to protest go this up coming Saturday to any major city like Toronto Regina Winnipeg Calgary etc. to kick the Canadian government out of power and send these illegals back to their country.
Anyone wanting to protest go this up coming Saturday to any major city like Toronto Regina Winnipeg Calgary etc. to kick the Canadian government out of power and send these illegals back to their country.
Identity Attack0.38176915
Insult0.17610447
Profanity0.026727317
Threat0.13815513
Severe Toxicity0.016383713
Moderate 0.34757367 Moderate Con 0.422 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
I hate my Liberal Government who did this to us. They have destroyed our country. There is no coming back from this. You think this is bad, look to the rural towns and who owns …
I hate my Liberal Government who did this to us. They have destroyed our country. There is no coming back from this. You think this is bad, look to the rural towns and who owns all the businesses.......
Identity Attack0.1035157
Insult0.24767025
Profanity0.06295506
Threat0.028897164
Severe Toxicity0.009765625
Moderate 0.34328604 Moderate Con 0.448 Policy_Critique
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
You just have to watch how people drive in India! It is not a no brainer! The Canadian government t needs to make sure they make these bad drivers to be accountable. The liberal government …
You just have to watch how people drive in India! It is not a no brainer! The Canadian government t needs to make sure they make these bad drivers to be accountable. The liberal government is responsible because of their laws. Criminals running rampant and doing what they want, because there is no consequences! THANK YOU LIBERALS🤡🤡🤡🤡
Identity Attack0.24074486
Insult0.33896056
Profanity0.02795705
Threat0.009540852
Severe Toxicity0.010147095
Moderate 0.34328604 Moderate Con 0.305 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.